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Make a few of the images larger as requested during docs review (#3757)
Summary: Make a few of the images larger as requested during docs review # New image: <img width="1480" alt="image" src="https://github.com/user-attachments/assets/20dd8201-0a79-4b4d-a826-318e24695979" /> <img width="1481" alt="image" src="https://github.com/user-attachments/assets/95f1791e-dcd1-46d2-99db-2d36024b51b4" /> # Old image: <img width="1486" alt="image" src="https://github.com/user-attachments/assets/b22debb8-8990-4e5e-af0c-092d9e0d9aaa" /> <img width="1491" alt="image" src="https://github.com/user-attachments/assets/7c61001a-5a05-4471-9166-cb91285c384e" /> Pull Request resolved: #3757 Reviewed By: mpolson64 Differential Revision: D74422533 Pulled By: CristianLara fbshipit-source-id: e29ab7bc5ca22bc5bdd46e5d433c37b3918e125e
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docs/assets/traditional_vs_adaptive.svg

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docs/experiment.mdx

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@@ -51,7 +51,7 @@ methods like `Client.get_next_trials` and `Client.complete_trial`), and
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optionally an `Orchestrator` with `Client.run_n_trials`. The iterative process
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of using the `Client` looks like this in more detail:
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<center><img src={ask_tell_flowchart} alt="Using Ax for 'ask-tell' optimization" width="60%" /></center>
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<center><img src={ask_tell_flowchart} alt="Using Ax for 'ask-tell' optimization" width="80%" /></center>
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We recommend avoiding interacting with the `Experiment` object directly unless
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developing Ax internals (opting to interact with it through `Client` instead),

docs/intro-to-ae.mdx

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title: Introduction to Adaptive Experimentation
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---
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import Traditional_vs_Adaptive from './assets/traditional_vs_adaptive.svg';
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import traditional_vs_adaptive from './assets/traditional_vs_adaptive.png';
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# Introduction to Adaptive Experimentation
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4. **Repeat** steps 2 and 3 until a stopping condition is met or the evaluation
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budget is exhausted
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<center><Traditional_vs_Adaptive alt="Traditional vs. Adaptive design" width="60%" height="auto"/></center>
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<center><img src={traditional_vs_adaptive} alt="Traditional vs. Adaptive design" width="50%" /></center>
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Bayesian optimization, one of the most effective forms of adaptive
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experimentation, intelligently balances tradeoffs between exploration (learning

docs/orchestration.mdx

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## `Metric`s and `Runner`s
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<center><img src={metric_runner_flowchart} alt="Metrics and Runners allow Ax to interface with external deployment systems" width="60%" /></center>
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<center><img src={metric_runner_flowchart} alt="Metrics and Runners allow Ax to interface with external deployment systems" width="70%" /></center>
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`Runner`-s and `Metric`-s typically exchange information about trial deployment
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via "run metadata" dictionary (e.g. `{"job_id": 12345}`), captured on Ax
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two methods. Adding it to a previously "ask-tell" experiment with steps 1-4,
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adds steps 5-7 below:
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<center><img src={closed_loop_flowchart} alt="Using the Orchestrator from the Client" width="60%" /></center>
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<center><img src={closed_loop_flowchart} alt="Using the Orchestrator from the Client" width="80%" /></center>
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More trials can always be run an ask-tell fashion after the Ax-orchestrated ones
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run via `Client.run_trials`.

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